Describe the job.Yourinbox— done.
Medlar is an AI agent for operations. Connect your apps, describe the job in one sentence, and it runs the work end-to-end — every step logged, every action yours to approve.
Connects your apps

How it works
From a sentence to finished work.
- 1
Connect your apps
Gmail, Google Calendar, Slack, Notion — and 100+ more, in a click. Read-only by default.
- 2
Describe the job
One plain sentence. No flowcharts, no node editors. Medlar picks the tools and does the work.
- 3
Approve, and it's done
Watch it work live, approve anything that sends or changes, and get the result — every step logged.
One agent, every tool
Works across everything you connect
Gmail, Calendar, Slack, HubSpot, Notion, and 100+ more through one layer. One command, and Medlar reaches for whatever the job needs — no glue, no per-app setup.
You stay in control
Nothing sends without your yes
Read-only by default. Anything that writes, sends, or changes is shown to you first and waits for your approval. No surprise actions, ever.
Nothing hidden
Every step logged. Replay any run.
Watch the work happen live — each tool call, each decision, the final answer. Every run is a full, replayable record, not a black box.
Works while you sleep
Runs on its own, on your schedule
Set it once — a morning brief, a daily triage, a weekly report. Medlar runs autonomously and emails you a clean, branded report when it's done.
Transparent reasoning
Watch it reason, step by step.
Every run narrates its own thinking before each tool call, and every result — including errors — becomes part of the record. When a connection drops or a tool call fails, the agent says so and adapts instead of pretending it worked.
- Plain-English narration before every tool call
- Errors surface in the trail, not hidden behind a generic failure
- Full replay — every run stays in your workspace, step by step
Real-world action
Agents that actually do the work — with your yes.
Medlar doesn't just describe what it would do — it drafts the reply, proposes the calendar invite, prepares the update. You see exactly what's about to happen and approve each action before anything leaves your accounts.
- Every write is a named, specific action — never a vague “do stuff” button
- Approve some, skip others, in the same run
- Nothing is sent, changed, or scheduled without your click
Use cases
One AI coworker, every corner of the business.
From your inbox to your CRM to the open web — describe the operations job in a sentence and Medlar's AI agent runs it across every app you connect.
Inbox & Calendar
Medlar reads your Gmail and Google Calendar, tells you what actually needs a reply, drafts responses in your voice, and preps you for every meeting — and never sends without your approval.
“Summarize my unread inbox and draft replies to anything urgent.”
See Inbox & Calendar examples →Sales & CRM
Point Medlar at your ideal customer profile and it researches prospects on the open web, enriches them with evidence, drafts personalized outreach, and keeps your CRM current — outreach only goes out with your yes.
“Find 20 SaaS ops leaders hiring right now and draft a first-touch email for each.”
See Sales & CRM examples →Marketing & Research
Turn one-off research into a standing capability: Medlar tracks competitors, watches your market on the open web, and turns what it finds into evidence-backed briefs you can act on.
“Track our top 5 competitors' pricing and tell me what changed this week.”
See Marketing & Research examples →Ops, Support & Reporting
The repetitive operational load — reconciliation, weekly reports, ticket triage, data cleanup — described in a sentence and handed back done, with a full audit trail behind every step.
“Reconcile last month's invoices against POs and flag the mismatches.”
See Ops, Support & Reporting examples →
